Rishabh Guha

College of Engineering

Works (11)

Updated: August 26th, 2024 08:19

2024 journal article

A coupled approach of spatial dielectric mapping and unsupervised machine learning for damage detection and severity segmentation in polymer matrix composites

NDT & E INTERNATIONAL, 145.

By: R. Guha n, K. Berkowitz  n & L. Grace n

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Source: Web Of Science
Added: June 17, 2024

2024 article

Verification and validation of dielectric mapping technique for non-destructive evaluation of polymer matrix composites

Berkowitz, K., Guha, R. D., Oluwajire, O., & Grace, L. R. (2024, August 13). POLYMER COMPOSITES.

By: K. Berkowitz  n, R. Guha n, O. Oluwajire n & L. Grace n

author keywords: k-means clustering; low-velocity impact; non-destructive evaluation
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Source: Web Of Science
Added: August 19, 2024

2023 article

Consequences of Humidity Cycling on the Moisture Absorption Characteristics of Epoxy Resins with Different Network Architectures

Guha, R. D., Danilov, E. O., Berkowitz, K., Oluwajire, O., & Grace, L. R. (2023, January 3). ACS APPLIED POLYMER MATERIALS, Vol. 1.

By: R. Guha n, E. Danilov n , K. Berkowitz  n, O. Oluwajire n & L. Grace n

author keywords: epoxy; moisture; humidity; infrared spectroscopy; dielectric properties
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Sources: Web Of Science, ORCID, NC State University Libraries
Added: January 4, 2023

2023 journal article

Suppressing Hydrogen Evolution in Aqueous Lithium-Ion Batteries with Double-Site Hydrogen Bonding

ACS APPLIED POLYMER MATERIALS, 5(1), 400–411.

By: R. Guha, E. Danilov , K. Berkowitz, O. Oluwajire & L. Grace

author keywords: epoxy; moisture; humidity; infrared spectroscopy; dielectric properties
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Sources: Web Of Science, NC State University Libraries
Added: February 20, 2023

2022 journal article

Nondestructive examination of polymer composites by analysis of polymer-water interactions and damage-dependent hysteresis

COMPOSITE STRUCTURES, 287.

By: O. Idolor n , K. Berkowitz  n, R. Guha n & L. Grace n

author keywords: Nondestructive examination; Polymer matrix composites; Moisture diffusion; Dielectric properties; Machine learning; Hysteresis
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Sources: Web Of Science, NC State University Libraries
Added: April 4, 2022

2022 journal article

Temporal evolution of the behavior of absorbed moisture in a damaged polymer-quartz composite: A molecular dynamics study

COMPUTATIONAL MATERIALS SCIENCE, 214.

By: R. Guha n, F. Rahmani*, K. Berkowitz, M. Pasquinelli*  & L. Grace*

author keywords: Composites; Fiber -matrix interface; Moisture; Debonding; Molecular dynamics
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Sources: Web Of Science, NC State University Libraries
Added: October 11, 2022

2021 journal article

An experimental study of the dynamic molecular state of transient moisture in damaged polymer composites

POLYMER COMPOSITES, 42(7), 3391–3403.

By: O. Idolor n , R. Guha n, K. Berkowitz  n & L. Grace n

author keywords: composites; damage zone; dielectric properties; moisture diffusion
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Sources: Web Of Science, ORCID, NC State University Libraries
Added: April 17, 2021

2021 journal article

Exploring secondary interactions and the role of temperature in moisture-contaminated polymer networks through molecular simulations

SOFT MATTER, 17(10), 2942–2956.

By: R. Guha n, O. Idolor n , K. Berkowitz  n, M. Pasquinelli n  & L. Grace n

TL;DR: A clear atomistic scale picture is aimed of the interactions which drive the dielectric signature variations necessary for tracking damage in a composite epoxy matrix. (via Semantic Scholar)
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Sources: Web Of Science, ORCID, NC State University Libraries
Added: February 18, 2021

2021 article

Exploring secondary interactions and the role of temperature in moisture-contaminated polymer networks through molecular simulations (vol 17, pg 2942, 2021)

Guha, R. D., Idolor, O., Berkowitz, K., Pasquinelli, M., & Grace, L. R. (2021, May 28). SOFT MATTER, Vol. 5.

By: R. Guha n, O. Idolor n , K. Berkowitz  n, M. Pasquinelli n  & L. Grace n

TL;DR: The results obtained imply that the polyene-like structure dominates in the liquid phase while in the solid phase the polymethine-like structures are more likely to be affected by the temperature. (via Semantic Scholar)
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Sources: Web Of Science, NC State University Libraries
Added: June 10, 2021

2021 journal article

Polymer-water interactions and damage detection in polymer matrix composites

COMPOSITES PART B-ENGINEERING, 211.

By: O. Idolor n , R. Guha n, K. Berkowitz  n, C. Geiger n, M. Davenport n & L. Grace n

author keywords: Polymer matrix composites (PMCs); Laminates; Defects; Non-destructive testing; Near-infrared spectroscopy
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6. Clean Water and Sanitation (OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: January 20, 2021

2020 journal article

An atomistic simulation study investigating the effect of varying network structure and polarity in a moisture contaminated epoxy network

COMPUTATIONAL MATERIALS SCIENCE, 179.

By: R. Guha n, O. Idolor n  & L. Grace n

author keywords: Epoxy; Crosslinking; Polarity; MAPS; Free-volume; Hydrogen bonding
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
6. Clean Water and Sanitation (OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: May 26, 2020

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